{"id":"W4313893699","doi":"10.3390/curroncol30010067","title":"Extended Lymphadenectomy for Gastric Cancer in the Neoadjuvant Era: Current Status, Clinical Implications and Contentious Issues","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymph node; Lymphadenectomy; Neoadjuvant therapy; Dissection (medical); Cancer; Primary tumor; Oncology; Chemotherapy; Internal medicine; Surgery; Metastasis; Breast cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008662918,0.0004288056,0.00233254,0.0004643606,0.0001011884,0.00004103159,0.0003231701,0.0002317335,0.0000303075],"category_scores_gemma":[0.0003778873,0.0002773548,0.0005972412,0.0007283405,0.0001806736,0.00004227555,0.0001856465,0.0007197935,0.00002697371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005655863,"about_ca_system_score_gemma":0.001043781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006604712,"about_ca_topic_score_gemma":0.0003139039,"domain_scores_codex":[0.9967357,0.0003421076,0.001329836,0.0007226984,0.0002198836,0.0006497521],"domain_scores_gemma":[0.9974036,0.001223073,0.0005776178,0.0004809049,0.0001405178,0.0001742385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003212866,0.0003997221,0.006133792,0.007774945,0.0002019241,0.00001003384,0.00006367589,7.875595e-8,1.428394e-8,0.0006152845,0.03307151,0.9516969],"study_design_scores_gemma":[0.00281044,0.0003910379,0.02726135,0.003560095,0.002741172,0.00003920388,0.00007871507,0.00001577276,4.758333e-9,0.0002226381,0.9626688,0.000210731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000560855,0.9883992,0.0001111598,0.002665771,0.003612875,0.004711372,0.0002939075,0.00007363505,0.00007598641],"genre_scores_gemma":[0.00003524663,0.9935627,0.00007107502,0.000121599,0.001334203,0.003998425,0.0004953146,0.00005242351,0.0003290204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9514862,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4037895241124334,"score_gpt":0.5819082122991153,"score_spread":0.1781186881866819,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}